Testing and Validation of Computer Simulation Models

Name: Testing and Validation of Computer Simulation Models
Brand: Springer International Publishing AG
SKU: 9783319150987
Price: 552.3 RON
Availability: InStock

Principles, Methods and Applications

Autor: David J. Murray-Smith

Limbă:

Legare: Copertă tare

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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This book provides an overview of methods for the development of computer simulation models, mostly...

Informații despre carte

Autor

David J. Murray-Smith

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2015

Pagini

252

EAN

9783319150987

ISBN

3319150987

Enbook ID

09155905

Editura

Springer International Publishing AG

Greutate

5266

Dimensiuni

155 x 235 x 243

Descriere completă

This book provides an overview of methods for the development of computer simulation models, mostly in the context of nonlinear continuous system simulation techniques. Hybrid models, which involve a combination of continuous system and discrete-event descriptions and arise, for example, in computer-based control systems are also considered. Emphasis is placed on issues of model quality, simulation model verification, model validation and other aspects of model testing and evaluation. Experimental modelling approaches involving system identification and parameter estimation are emphasised, along with more theoretical concepts such identifiability. Illustrative examples are used throughout all sections of the book to help explain ideas and, in addition, several more extended case studies are included.

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Testing and Validation of Computer Simulation Models

Principles, Methods and Applications

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